Understanding Cluster Unformity Scores

For each record cluster, Tamr automatically calculates an overall uniformity score, indicating how similar clustered source records are to the golden record that is produced for that cluster. Cluster uniformity is available as a golden record attribute.

This score is calculated by averaging the attribute uniformity scores for a subset of attributes defined for each data product, excluding null values. Uniformity scores range from 0 to 1, with 1 meaning that the values for all attributes in the calculation are the same.

In data product configuration, you can also enable uniformity score calculations for specific attributes. The attribute uniformity score indicates how similar the values for a specific attribute are within the source record cluster. See the Data Product Guides for more information on configuring attribute uniformity scores.

B2B Customer Attributes Included in Cluster Uniformity

The following attributes are included in the cluster uniformity score for B2B Customers:

  • Company name
  • Alternative names
  • Previous names
  • Primary address: Address
  • Primary address: City
  • Primary address: State
  • Primary address: Country
  • Primary address: Postal code
  • Primary phone: Phone
  • Website

B2C Customer Attributes Included in Cluster Uniformity

The following attributes are included in the cluster uniformity score for B2C Customers:

  • First name
  • Family name
  • Full name
  • Date of birth
  • Primary address: Address
  • Primary address: City
  • Primary address: State
  • Primary address: Country
  • Primary address: Postal code
  • Mobile phone: Phone
  • Email

Contact Attributes Included in Cluster Uniformity

The following attributes are included in the cluster uniformity score for Contacts:

  • First name
  • Family name
  • Full name
  • Primary address: City
  • Primary address: State
  • Primary address: Country
  • Primary address: Postal code
  • Mobile phone: Phone
  • Alternative phone: Phone
  • Email
  • Professional title
  • Organization name
  • Alternative organization names

Healthcare Provider Attributes Included in Cluster Uniformity

The following attributes are included in the cluster uniformity score for Healthcare Providers:

  • First name
  • Middle name
  • Family name
  • Full name
  • Gender
  • Date of birth
  • Primary address: Address
  • Primary address: Country
  • NPI
  • Graduation year
  • License state
  • License number
  • Provider specialty
  • Organization name
  • Credentials
  • Personal email: Email
  • Mobile phone: Phone

© 2025, Tamr, Inc. All rights reserved.

License Agreement | Privacy Policy | Data Security Policy| AI Chatbot Disclaimer